• DocumentCode
    2697922
  • Title

    Efficient algorithm for real-time handwritten character recognition in mobile devices

  • Author

    Beltrán, Alberto ; Mendoza, Sonia

  • Author_Institution
    Dept. of Comput. Sci., CINVESTAV, Mexico City, Mexico
  • fYear
    2011
  • fDate
    26-28 Oct. 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Using handwriting as a form of communication with personal devices has recently attained notable popularity owing to the increasing use of touchscreen devices and the tendency to make human-computer interaction more natural. However, as current handwritten character recognition algorithms implement high resource-consuming operations, their use is limited to the development of complex and specific applications, which are not suitable for mobile devices. In fact, such recognition algorithms should consume a small amount of computer resources in order to be used as a common tool to decode data input. In this paper, we propose an algorithm with low resource consumption and high efficiency, which exploits the characteristics of personal mobile devices to recognize handwritten characters in real-time.
  • Keywords
    handwritten character recognition; human computer interaction; mobile computing; touch sensitive screens; human-computer interaction; mobile devices; real-time handwritten character recognition; resource consumption; resource-consuming operations; touchscreen devices; Algorithm design and analysis; Humans; directional features; mobile computing; real-time handwriting recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering Computing Science and Automatic Control (CCE), 2011 8th International Conference on
  • Conference_Location
    Merida City
  • Print_ISBN
    978-1-4577-1011-7
  • Type

    conf

  • DOI
    10.1109/ICEEE.2011.6106583
  • Filename
    6106583